PrediRep: Modeling hierarchical predictive coding with an unsupervised deep learning network

Hierarchical predictive coding (hPC) provides a compelling framework for understanding how the cortex predicts future sensory inputs by minimizing prediction errors through an internal generative model of the external world. Existing deep learning models inspired by hPC incorporate architectural cho...

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Veröffentlicht in:	Neural networks Jg. 185; S. 107246
Hauptverfasser:	Hashim, Ibrahim C., Senden, Mario, Goebel, Rainer
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States Elsevier Ltd 01.05.2025
Schlagworte:	Deep Learning Humans Models, Neurological Neural Networks, Computer Predictive coding Predictive processing Temporal prediction Unsupervised learning Unsupervised Machine Learning Deep learning Predictive coding Predictive processing Temporal prediction Unsupervised learning
ISSN:	0893-6080, 1879-2782, 1879-2782
Online-Zugang:	Volltext
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